Gaoyan Zhong
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Gaoyan Zhong has a total of 22 co-authors. Here are the top co-authors by number of shared publications:
- Shoufeng Yang
Chinese Academy of Sciences
4 shared publications - Ping Liu
Dalian University of Science and Technology (China)
3 shared publications Shoufeng Yang
College of Engineering, Nanjing Agricultural University, Nanjing 210031, Jiangsu, China
2 shared publications- Abdalla Eltom
College of Engineering
1 shared publication - Ameen Muhammad
College of Engineering
1 shared publication - Fang Xu
College of Engineering, Nanjing Agricultural University, Nanjing 210031, China
1 shared publication
Latest Publications
- Open Access
- 5 November 2019
- Published by American Chemical Society (ACS) in ACS Omega
- Vol. 4 (21) , 19238-19245
Strategy for Controlling the Properties of Bioactive Poly-Ether-Ether-Ketone/Hydroxyapatite Composites for Bone Tissue Engineering Scaffolds
A strategy for the preparation of bioactive poly-ether-ether-ketone/hydroxyapatite (PEEK/HA) composites was proposed in this study with the aim of controlling the biological and mechanical properties of different parts of the composites. The strategy integrated solvent-based extrusion freeforming 3D printing technology in order to print high-resolution HA scaffolds and compression molding processes for the production of bioactive PEEK/HA composites. To this end, an optimized model, established using response surface methodology, was employed to optimize the extrusion process parameters on the basis of accurate characterization of the extrusion pressure, and the effects of the filament/pore sizes on the PEEK infiltration depth into the HA scaffold were investigated. The results of scanning electron microscopy and computed tomography analyses revealed that the PEEK/HA composites exhibited a uniform microstructure and a good interface between the HA filaments and the PEEK matrix following the optimization of the process parameters. The HA scaffolds were fully infiltrated by PEEK in both vertical and lateral directions with an infiltration depth of 3 mm while maintaining the HA network structure and uniformity. The biological and mechanical performance test results validated that the PEEK/HA composites possessed excellent biocompatibility as well as yields and compressive strengths within the range of human cortical bone suitable for load-bearing applications.
- 5 November 2019
- Published by American Chemical Society (ACS) in ACS Omega
- Vol. 4 (21) , 19238-19245
Open AccessStrategy for Controlling the Properties of Bioactive Poly-Ether-Ether-Ketone/Hydroxyapatite Composites for Bone Tissue Engineering Scaffolds
A strategy for the preparation of bioactive poly-ether-ether-ketone/hydroxyapatite (PEEK/HA) composites was proposed in this study with the aim of controlling the biological and mechanical properties of different parts of the composites. The strategy integrated solvent-based extrusion freeforming 3D printing technology in order to print high-resolution HA scaffolds and compression molding processes for the production of bioactive PEEK/HA composites. To this end, an optimized model, established using response surface methodology, was employed to optimize the extrusion process parameters on the basis of accurate characterization of the extrusion pressure, and the effects of the filament/pore sizes on the PEEK infiltration depth into the HA scaffold were investigated. The results of scanning electron microscopy and computed tomography analyses revealed that the PEEK/HA composites exhibited a uniform microstructure and a good interface between the HA filaments and the PEEK matrix following the optimization of the process parameters. The HA scaffolds were fully infiltrated by PEEK in both vertical and lateral directions with an infiltration depth of 3 mm while maintaining the HA network structure and uniformity. The biological and mechanical performance test results validated that the PEEK/HA composites possessed excellent biocompatibility as well as yields and compressive strengths within the range of human cortical bone suitable for load-bearing applications.
- Top Cited PapersOpen Access
- 7 March 2019
- Published by Wiley in Advances in Materials Science and Engineering
- Vol. 2019, 1-13
Scaffold Techniques and Designs in Tissue Engineering Functions and Purposes: A Review
In this review paper, the definition of the tissue engineering (TE) was comprehensively explored towards scaffold fabrication techniques and applications. Scaffold properties and features in TE, biological aspects, scaffold material composition, scaffold structural requirements, and old and current manufacturing technologies were reported and discussed. In almost all the reviewed reports, the TE definition denotes renewal, development, and repairs of damaged tissues caused by various factors such as disease, injury, or congenital disabilities. TE is multidisciplinary that combines biology, biochemistry, clinical medicine, and materials science whose application in cellular systems such as organ transplantation serves as a delivery vehicle for cells and drug. According to the previous literature and this review, the scaffold fabrication techniques can be classified into two main categories: conventional and modern techniques. These TE fabrication techniques are applied in the scaffold building which later on are used in tissue and organ structure. The benefits and drawbacks of each of the fabrication techniques have been described in conjunction with current areas of research devoted to deal with some of the challenges. To figure out, the highlighted aspects aimed to define the advancements and challenges that should be addressed in the scaffold design for tissue engineering. Additionally, this study provides an excellent review of original numerical approaches focused on mechanical characteristics that can be helpful in the scaffold design assessment in the analysis of scaffold parameters in tissue engineering.
- 7 March 2019
- Published by Wiley in Advances in Materials Science and Engineering
- Vol. 2019, 1-13
Top Cited PapersOpen AccessScaffold Techniques and Designs in Tissue Engineering Functions and Purposes: A Review
In this review paper, the definition of the tissue engineering (TE) was comprehensively explored towards scaffold fabrication techniques and applications. Scaffold properties and features in TE, biological aspects, scaffold material composition, scaffold structural requirements, and old and current manufacturing technologies were reported and discussed. In almost all the reviewed reports, the TE definition denotes renewal, development, and repairs of damaged tissues caused by various factors such as disease, injury, or congenital disabilities. TE is multidisciplinary that combines biology, biochemistry, clinical medicine, and materials science whose application in cellular systems such as organ transplantation serves as a delivery vehicle for cells and drug. According to the previous literature and this review, the scaffold fabrication techniques can be classified into two main categories: conventional and modern techniques. These TE fabrication techniques are applied in the scaffold building which later on are used in tissue and organ structure. The benefits and drawbacks of each of the fabrication techniques have been described in conjunction with current areas of research devoted to deal with some of the challenges. To figure out, the highlighted aspects aimed to define the advancements and challenges that should be addressed in the scaffold design for tissue engineering. Additionally, this study provides an excellent review of original numerical approaches focused on mechanical characteristics that can be helpful in the scaffold design assessment in the analysis of scaffold parameters in tissue engineering.
- Open Access
Surfactant-Free Electroless Codeposition of Ni–P–MoS2/Al2O3 Composite Coatings
This paper presents the influence of an inorganic Al2O3 layer over MoS2 particles on the tribological performance of electroless Ni–P–MoS2/Al2O3 composite coatings fabricated without using surfactants. The Al2O3-coated MoS2 particles were prepared by a heterogeneous nucleation process. The dry sliding tests of the composite coatings were tested against a WC ball. SEM was used to observe the surface morphology of particles, composite coatings, and worn surfaces. The results indicate that the coverage of an Al2O3 coating on MoS2 particles significantly affects the surface morphology, frictional coefficient and wear loss of the composite coatings. The incorporation of Al2O3-coated MoS2 particles with lower coverage (up to 7% of Al2O3) could obtain compact surface structure of composite coatings, which contribute to reduced wear loss. However, higher coverage would lead to loose surface structure of the composite coatings, and thus increase their wear loss.
Open AccessSurfactant-Free Electroless Codeposition of Ni–P–MoS2/Al2O3 Composite Coatings
This paper presents the influence of an inorganic Al2O3 layer over MoS2 particles on the tribological performance of electroless Ni–P–MoS2/Al2O3 composite coatings fabricated without using surfactants. The Al2O3-coated MoS2 particles were prepared by a heterogeneous nucleation process. The dry sliding tests of the composite coatings were tested against a WC ball. SEM was used to observe the surface morphology of particles, composite coatings, and worn surfaces. The results indicate that the coverage of an Al2O3 coating on MoS2 particles significantly affects the surface morphology, frictional coefficient and wear loss of the composite coatings. The incorporation of Al2O3-coated MoS2 particles with lower coverage (up to 7% of Al2O3) could obtain compact surface structure of composite coatings, which contribute to reduced wear loss. However, higher coverage would lead to loose surface structure of the composite coatings, and thus increase their wear loss.
- 1 January 2019
- Published by Elsevier in Powder Technology
- Vol. 342, 899-906
Influence of inorganic coating over diamond particles on interaction force and dispersability in electroless solution
- 1 January 2019
- Published by Elsevier in Powder Technology
- Vol. 342, 899-906
Influence of inorganic coating over diamond particles on interaction force and dispersability in electroless solution
- Open Access
- 10 September 2018
- Published by MDPI AG in Applied Sciences
- Vol. 8 (9) , 1598
Design Optimization Approach of a Large-Scale Moving Framework for a Large 5-Axis Machining Center
The traditional machine tool design method with metal materials makes large-scale moving structures very heavy, which seriously impacts dynamic performance and results in significant energy consumption. Using sandwich structures of composite materials to replace metal materials is an important strategy for lightweight large-scale moving structures. However, this kind of substitution is generally believed to be difficult because foam-filled sandwich structures usually show nonlinear characteristics and must balance the moving mass, material costs, and structural stiffness. In the present study, we proposed a design optimization approach for a large-scale moving framework in a large 5-axis machining center (L5AMC) considering large dimensions in the x, y, and z work space and high machining speed with the aim of minimizing the displacements of the milling head. An improved approach, named the 3-step design optimization, was executed to obtain the optimum framework structures to solve the contradiction between the moving mass, material costs, and structural stiffness. This approach was based on multi-objective optimization and finite element analysis. The structural stiffness of the framework after optimization increased by 89% compared with before optimization although the mass increased by 6% and the material costs increased by 9%. A finite element simulation under four given operational loads showed that the displacements of the milling head were all less than the design requirement of 0.25 mm. The results indicated that the proposed 3-step design optimization approach for the optimal design of a large-scale moving framework was feasible and successful. A 40 m × 6 m × 4 m L5AMC prototype was manufactured, and the actual verification results indicated that the large-scale moving framework fully met the design requirements of the L5AMC and reduced energy consumption.
- 10 September 2018
- Published by MDPI AG in Applied Sciences
- Vol. 8 (9) , 1598
Open AccessDesign Optimization Approach of a Large-Scale Moving Framework for a Large 5-Axis Machining Center
The traditional machine tool design method with metal materials makes large-scale moving structures very heavy, which seriously impacts dynamic performance and results in significant energy consumption. Using sandwich structures of composite materials to replace metal materials is an important strategy for lightweight large-scale moving structures. However, this kind of substitution is generally believed to be difficult because foam-filled sandwich structures usually show nonlinear characteristics and must balance the moving mass, material costs, and structural stiffness. In the present study, we proposed a design optimization approach for a large-scale moving framework in a large 5-axis machining center (L5AMC) considering large dimensions in the x, y, and z work space and high machining speed with the aim of minimizing the displacements of the milling head. An improved approach, named the 3-step design optimization, was executed to obtain the optimum framework structures to solve the contradiction between the moving mass, material costs, and structural stiffness. This approach was based on multi-objective optimization and finite element analysis. The structural stiffness of the framework after optimization increased by 89% compared with before optimization although the mass increased by 6% and the material costs increased by 9%. A finite element simulation under four given operational loads showed that the displacements of the milling head were all less than the design requirement of 0.25 mm. The results indicated that the proposed 3-step design optimization approach for the optimal design of a large-scale moving framework was feasible and successful. A 40 m × 6 m × 4 m L5AMC prototype was manufactured, and the actual verification results indicated that the large-scale moving framework fully met the design requirements of the L5AMC and reduced energy consumption.
- Open Access
- 5 December 2017
- Published by MDPI AG in Applied Sciences
- Vol. 7 (12) , 1268
Precision Obtained Using an Artificial Neural Network for Predicting the Material Removal Rate in Ultrasonic Machining
The present study proposes a back propagation artificial neural network (BPANN) to provide improved precision for predicting the material removal rate (MRR) in ultrasonic machining. The BPANN benefits from the advantage of artificial neural networks (ANNs) in dealing with complex input-output relationships without explicit mathematical functions. In our previous study, a conventional linear regression model and improved nonlinear regression model were established for modelling the MRR in ultrasonic machining to reflect the influence of machining parameters on process response. In the present work, we quantitatively compare the prediction precision obtained by the previously proposed regression models and the presently proposed BPANN model. The results of detailed analyses indicate that the BPANN model provided the highest prediction precision of the three models considered. The present work makes a positive contribution to expanding the applications of ANNs and can be considered as a guide for modelling complex problems of general machining.
- 5 December 2017
- Published by MDPI AG in Applied Sciences
- Vol. 7 (12) , 1268
Open AccessPrecision Obtained Using an Artificial Neural Network for Predicting the Material Removal Rate in Ultrasonic Machining
The present study proposes a back propagation artificial neural network (BPANN) to provide improved precision for predicting the material removal rate (MRR) in ultrasonic machining. The BPANN benefits from the advantage of artificial neural networks (ANNs) in dealing with complex input-output relationships without explicit mathematical functions. In our previous study, a conventional linear regression model and improved nonlinear regression model were established for modelling the MRR in ultrasonic machining to reflect the influence of machining parameters on process response. In the present work, we quantitatively compare the prediction precision obtained by the previously proposed regression models and the presently proposed BPANN model. The results of detailed analyses indicate that the BPANN model provided the highest prediction precision of the three models considered. The present work makes a positive contribution to expanding the applications of ANNs and can be considered as a guide for modelling complex problems of general machining.
- 7 March 2017
- Published by DEStech Publications in DEStech Transactions on Engineering and Technology Research
- No. ameme
Composite Framework Design Method for Large 5-axis Machining Center Based on Finite Element Analysis
The subject of this study is to find a best solution to design and manufacture a composite framework for large 5-axis machining center to meet the large dimensions in x, y and z working space, high accuracy for position of machine tool, lightweight design for good dynamic drive performance and cost effective design. A series of parameter studies and finite element analyses were carried out for this purpose. The goal of optimization design is to minimize the displacements in the milling head while a lightweight design, a reliable fabrication processes and a low material cost. A two-step approach was presented to find out the optimum structure of composite framework using finite element analysis method for a low-stiffness-case and a high-stiffness-case to analyze the maximum deformation of milling head under operational loads, including the gravity and maximum acceleration in each axis for starting and stopping. The results show that, after optimization design for composite framework, the deformations in the milling head were below 0.21 mm in high-stiffness-case and the stress inside the laminate was much lower than allowable material limits, it means that the optimal design of composite framework is feasible and successful. The prototype of 40m×6m×4m large 5-axis machining center was also manufactured and the actual verification results indicate that the composite framework can fully satisfy the design requirements of large 5-axis machining center based on the approach proposed by this work, which can provide a technical guidance for design of large structure to improve its precision.
- 7 March 2017
- Published by DEStech Publications in DEStech Transactions on Engineering and Technology Research
- No. ameme
Composite Framework Design Method for Large 5-axis Machining Center Based on Finite Element Analysis
The subject of this study is to find a best solution to design and manufacture a composite framework for large 5-axis machining center to meet the large dimensions in x, y and z working space, high accuracy for position of machine tool, lightweight design for good dynamic drive performance and cost effective design. A series of parameter studies and finite element analyses were carried out for this purpose. The goal of optimization design is to minimize the displacements in the milling head while a lightweight design, a reliable fabrication processes and a low material cost. A two-step approach was presented to find out the optimum structure of composite framework using finite element analysis method for a low-stiffness-case and a high-stiffness-case to analyze the maximum deformation of milling head under operational loads, including the gravity and maximum acceleration in each axis for starting and stopping. The results show that, after optimization design for composite framework, the deformations in the milling head were below 0.21 mm in high-stiffness-case and the stress inside the laminate was much lower than allowable material limits, it means that the optimal design of composite framework is feasible and successful. The prototype of 40m×6m×4m large 5-axis machining center was also manufactured and the actual verification results indicate that the composite framework can fully satisfy the design requirements of large 5-axis machining center based on the approach proposed by this work, which can provide a technical guidance for design of large structure to improve its precision.